SOTAVerified

Segmentation

Papers

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Showing 7001–7050 of 13072 papers

TitleStatusHype
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels—0
Time-Space Transformers for Video Panoptic Segmentation—0
Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEsCode0
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings—0
Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans—0
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO)Code0
COVID-19 Detection Using Segmentation, Region Extraction and Classification PipelineCode0
Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation—0
Learning Video-independent Eye Contact Segmentation from In-the-Wild VideosCode0
PriorNet: lesion segmentation in PET-CT including prior tumor appearance information—0
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain LabelsCode0
Point Cloud Recognition with Position-to-Structure Attention Transformers—0
A deep learning model for brain vessel segmentation in 3DRA with arteriovenous malformations—0
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene—0
An Anatomy-aware Framework for Automatic Segmentation of Parotid Tumor from Multimodal MRI—0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
K-means for unsupervised instance segmentation using a self-supervised transformer—0
Predictive Event Segmentation and Representation with Neural Networks: A Self-Supervised Model Assessed by Psychological Experiments—0
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks—0
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift—0
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement—0
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation—0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation—0
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
Predictive Text for Agglutinative and Polysynthetic Languages—0
Automated segmentation of microvessels in intravascular OCT images using deep learning—0
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations—0
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationCode0
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation—0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
HFT: High Frequency Tokens for Low-Resource NMTCode0
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsCode0
Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems—0
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos—0
ASTF: Visual Abstractions of Time-Varying Patterns in Radio SignalsCode0
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
Effective Early Stopping of Point Cloud Neural Networks—0
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation—0
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task—0
Longitudinal Variability Analysis on Low-dose Abdominal CT with Deep Learning-based Segmentation—0
Segmentation method of U-net sheet metal engineering drawing based on CBAM attention mechanism—0
Assessing Coarse-to-Fine Deep Learning Models for Optic Disc and Cup Segmentation in Fundus ImagesCode0
A Review of Modern Approaches for Coronary Angiography Imaging Analysis—0
Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments—0
A comparative study of attention mechanism and generative adversarial network in facade damage segmentation—0
Mixed-domain Training Improves Multi-Mission Terrain Segmentation—0
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis—0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified